The screen blazed, a stark white window onto his secret world. A world where she was the subject, the muse, the protagonist of his novel. The words described her, capturing her essence with unsettling accuracy. A wave of heat flushed her cheeks.

She felt a sudden loss of control, as if the ground had fallen away beneath her feet. Her heart pounded in her chest, a frantic drumbeat against her ribs. Her hands trembled uncontrollably. She couldn't seem to focus.

He walked in, carrying a cup of tea. "Something wrong, love?" he asked, his voice full of concern. She stared at him, the man she thought she loved, and felt a profound sense of confusion. She opened her mouth to speak, but only a strangled sound escaped.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254